GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION

Jia Cui, Ming Xi Tang

Abstract

Application of evolutionary computation in design, supporting artificial intelligence and design inspiration, requires a good understanding of design process. However, obtaining a creative design solution with subjective evaluation is the barrier of traditional evolutionary mechanisms. In this paper, a novel aesthetic evaluation model connecting subjective and objective space is introduced, and an exploration algorithm combining human cognition and preference is presented, which can support design exploration to generate new design solutions more effectivelly and intelligently.

References

  1. Antonsson E. K., Sebastian, H. J., 2005. Fuzzy fitness functions applied to engineering design problems, European Journal of Operational Research, 166: 794- 811.
  2. Poon, J., Maher, M. L., 1997. Co-evolution and emergence in design, Artificial Intelligence in Engineering 11: 319-327.
  3. Reich, T., 1993. "A model of aesthetic judgment in design." Artificial Intelligence in Engineering 8(2): 141-153.
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Paper Citation


in Harvard Style

Cui J. and Xi Tang M. (2011). GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION . In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 303-306. DOI: 10.5220/0003669003030306


in Bibtex Style

@conference{ecta11,
author={Jia Cui and Ming Xi Tang},
title={GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={303-306},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003669003030306},
isbn={978-989-8425-83-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - GENERATIVE DESIGN EXPLORATION FRAMEWORK BASED ON SUBJECTIVE EVALUATION
SN - 978-989-8425-83-6
AU - Cui J.
AU - Xi Tang M.
PY - 2011
SP - 303
EP - 306
DO - 10.5220/0003669003030306